1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CL2025★ 1 cited
Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification
Joseph Liu, Yoonsoo Nam, Xinyue Cui +1
Despite the successes of language models, their evaluation remains a daunting challenge for new and existing tasks. We consider the task of text simplification, commonly used to im…
cs.CR2025
Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge
Xinyue Cui, Johnny Tian-Zheng Wei, Swabha Swayamdipta +1
Data watermarking in language models injects traceable signals, such as specific token sequences or stylistic patterns, into copyrighted text, allowing copyright holders to track a…